[PDF] Top 20 An Improved Ant Colony Algorithm for Optimal Path of Travel Research and Simulation

... we research the travel path model, we should confirm the spot’s coordinate, if we construct coordinate for marking the spots, it will be randomness, and will result in insignificance, so we should ... See full document

... network. Ant colony optimization algorithm is a kind of distributed intelligent simulation algorithm, which is inspired by the biological behavior of ant colony in ...of ... See full document

... Nowadays, path planning has become an important field of research ...the ant colony algorithm has numerous advantages such as the distributed computing and the cha- racteristics of ... See full document

... cost optimal models for the case: open the generate side and the load side at the same ...The optimal solution is obtained by using the ant colony algorithm which has the global search ... See full document

... classical ant colony algorithm is easy to fall into local optimal, this thesis puts forward a new AODV routing protocol based on improved genetic- ant colony algorithms ... See full document

... an improved ant colony algorithm named ACA-S which have brought pseudo-random proportional rule, improved state transition strategy and pheromone updating strategy into the basic ... See full document

... an improved ant colony search algorithm that is suitable for solving unit commitment (UC) ...problems. Ant colony algorithm (ACA) is a meta-heuristic technique for solving ... See full document

... The ant colony algorithm is a effective method to solve the problem of optimizing shortest path, which is one of the key technologies for navigation and path ...a path from a ... See full document

... after ant colony completed an iteration in conventional ACO ...of optimal solutions; at the same time the information of bad solutions also disturbs colony iteration of next ...only ... See full document

... of path planning and task assignment through cooperative control of UAV ...of research, a cooperative task assignment model for UAVs is established, and an obstacle environment model is ...The ... See full document

... robustness, ant colony algorithm can realize par- allel calculation and is easy to be combined with other algorithms, which is more suitable for solving large-scale dynamic optimization problem [22, ... See full document

... the optimal path under various constraints, has been proved to be a NPC problem[2], which couldn’t be solved within polynomial time by traditional ...genetic algorithm, ant colony ... See full document

... this research, four heuristics are proposed to solve the YOBS ...are Ant Colony Optimization (ACO), Improved Ant Colony Optimization (IACO), Genetic Algorithm (GA) and ... See full document

... on Improved Ant Colony Algorithm connected set cover algorithm is to monitor the area is divided into a number of grid points, area coverage can be approximated as point coverage, thus ... See full document

... genetic ant colony algorithm, this paper USES the Filter and Wrapper class characteristics, together with mutual information as the heuristic function, the use of ant colony ... See full document

... . And the pheromone residues are 0.3. Take a number of different attractions as examples to test the algorithm. Such conditions are tested 100 times. Simulate every case and get the number of attractions (NA), the ... See full document

... the research that the United State Vision Program Research Bureau has invested tens of millions of dollars to help universities and students to explore WSN ...in research projects, and a ... See full document

... the research of ant colony algorithm, it is found that there must be an optimal solution and the worst solu- tion for the whole ant colony search ...artificial ant ... See full document

... basic ant colony algorithm in the welding robot path planning, in the search process, prone to search for too long, low efficiency, easy to fall into the local optimal and other ... See full document

... distributed optimal Community-aware Opportunistic Routing (CAOR) algorithm to show an MSN into a network that handiest includes network ...as ant colony optimization ... See full document